Datasets:
license: mit
dataset_info:
features:
- name: text
dtype: string
- name: main_emotion
dtype: string
- name: fine_emotions
dtype: string
- name: situation_category
dtype: string
- name: situation_detail
dtype: string
splits:
- name: train
num_bytes: 12918548
num_examples: 29968
download_size: 5409383
dataset_size: 12918548
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
task_categories:
- text-classification
language:
- ko
Korean Daily-Emotion & Situation Dataset
๐ Dataset Overview
์ด ๋ฐ์ดํฐ์
์ ํ๊ตญ์ด ๊ฐ์ ๋ถ๋ฅ๋ฅผ ์ํด ์ ์๋ ํ
์คํธ ๋ฐ์ดํฐ์
์ผ๋ก,
OpenAI API๋ฅผ ํ์ฉํด ์์ฑ๋ ์ผ๊ธฐ(Diary) ํ์์ ์์ฐ์ค๋ฝ๊ณ ์ผ์์ ์ธ ๋ฌธ์ฅ๋ค๋ก ๊ตฌ์ฑ๋์ด ์์ต๋๋ค.
์ด 29,968๊ฐ์ ๋ฌธ์ฅ์ ํฌํจํ๋ฉฐ, ๊ฐ ์ํ์ ์ฌ์ฉ์์ ์ผ์ ๊ฒฝํยท์ํฉยท๊ฐ์ ํ๋ฆ์ ๋ฐ์ํ๋๋ก ์ค๊ณ๋์์ต๋๋ค.
This is a large-scale Korean diary-style emotion classification dataset generated using OpenAI's GPT-4o-mini model.
It contains 29,968 samples, each written in a natural diary format,
capturing everyday situations and emotional nuances across 8 main emotions with fine-grained emotional labels.
๐ Dataset Structure
๋ฐ์ดํฐ์ ์ ๊ฐ ์ํ์ ๋ค์ 5๊ฐ ํ๋๋ก ๊ตฌ์ฑ๋ฉ๋๋ค.
| Column | Description |
|---|---|
text |
1~4๋ฌธ์ฅ ๋ด์ธ์ ์์ฐ์ค๋ฌ์ด ํ๊ตญ์ด ์ผ๊ธฐ |
main_emotion |
8๊ฐ์ง ๋ํ ๊ฐ์ ์ค ํ๋ |
fine_emotions |
๋ํ ๊ฐ์ ์ ์ธ๋ถ ๊ฐ์ ๋ฆฌ์คํธ(1-3๊ฐ) |
situation_category |
๊ฐ์ ์ด ๋ํ๋ ์ํฉ์ ์นดํ ๊ณ ๋ฆฌ |
situation_detail |
์ํฉ์ ๊ตฌ์ฒด์ ์ผ๋ก ์ค๋ช |
๐ญ Emotion Labels (main_emotion)
์ด 8๊ฐ์ ๋ํ ๊ฐ์ ์ผ๋ก ๊ตฌ์ฑ๋ฉ๋๋ค.
| Emotion (๊ฐ์ ) | Count (๊ฐ์) |
|---|---|
| ๊ธฐ์จ | 3,258ํ |
| ์ค๋ | 6,227ํ |
| ํ๋ฒํจ | 6,229ํ |
| ๋๋ผ์ | 6,243ํ |
| ๋ถ์พํจ | 4,800ํ |
| ๋๋ ค์ | 1,000ํ |
| ์ฌํ | 1,000ํ |
| ๋ถ๋ ธ | 1,211ํ |
๊ฐ์ ๋ณ ๋ํ ์ธ๋ถ ๊ฐ์ (fine_emotions ๊ธฐ๋ฐ)
emotion_keyword_map = {
"๊ธฐ์จ": ["๊ธฐ๋ถ์ข์", "์ฆ๊ฑฐ์ด", "๊ณ ๋ง์ด", "ํ๊ฐ๋ถํ", "์ฌ๋์ค๋ฌ์ด", "์ฌ๋ฐ๋", "๊ธฐ์", "๋ฟ๋ฏํ", "์์์ํ", "๋ง์กฑ์ค๋ฌ์ด", "์ ๋๋", "ํ๋ณตํ", "๊ฐ๋๋ฐ์", "๋ ์๊ฐ ๊ฒ ๊ฐ์"],
"์ค๋ ": ["๋ชฝ๊ธ๋ชฝ๊ธํ", "๋๊ทผ๊ฑฐ๋ฆฌ๋", "๊ฐ์ง๊ฐ์งํ", "์ค๋ ๋", "ํฅ๋ฏธ๋ก์ด", "์ ๋๋", "๊ธฐ๋๋๋", "๊ถ๊ธํ", "๊ธด์ฅ๋๋", "์๋ฌ๋๋", "ํ
์
๋์", "๊ฐ์ ํ ๋ง์์"],
"ํ๋ฒํจ": ["์์ํ", "๋ณ ์ผ ์๋", "๋์์ง ์์", "๊ทธ์ ๊ทธ๋ฐ", "๋ง์กฑ์ค๋ฌ์ด", "๋ฌด๋ํ", "ํผ๊ณคํ", "๊ด์ฐฎ์", "์ฑ์ญ์์ญํ", "์์ํ", "ํ๋ฒํ", "์์ ๊ฐ์ด ๋๋", "ํธ์ํ"],
"๋๋ผ์": ["๋นํฉ์ค๋ฌ์ด", "์ด์ด ์๋", "๋ถ๋๋ฌ์ด", "์ฌ์ฟตํ", "๊น์ง ๋๋", "์ด์์ด ๋ฒ๋ฒํ", "๋ฉํ ๋ฌด๋์ง๋", "๋ง๊ฐ์ด ๊ต์ฐจํ๋", "๊ธฐ๊ฐ ๋งํ๋", "์๋ฆ๋ผ์น๋", "์์์ ์ด์ํ๋", "๊ณจ๋๋ฆฌ๋", "ํญํ๊ฐ์"],
"๋ถ์พํจ": ["ํผ๊ณคํ", "์ง์น๋", "๊ท์ฐฎ์", "์ฌ๋ฏธ์๋", "์ง๋ฃจํ", "๋ถํธํ", "๋ถ์พํ", "์ฐ์ฐํ", "์์ธ๊ฐ ๋๋ผ๋", "์ฐ์ธํ", "์ง๊ธ์ง๊ธํ", "ํ ๋์ค๋", "๊ธฐ๋ถ ๋๋ฌ์ด"],
"๋๋ ค์": ["๋ง์ค์ฌ์ง๋", "๊ฑฑ์ ๋๋", "๋ถ์ํ", "์ฌ๋ํ", "๊ธด์ฅ๋๋", "๋ง๋งํ", "๋๋ ค์ด", "ํฐ์ผ ๋ ๊ฒ ๊ฐ์", "๊ฒ๋๋", "๋ฌด์์ด", "์ด์กฐํ", "์ซ๋ฆฌ๋", "์จ๋งํ๋", "๋๋ง์น๊ณ ์ถ์", "๋์ด ๋ณด์ด์ง ์๋"],
"์ฌํ": ["๋ฌด๊ธฐ๋ ฅํ", "์ค๋ง์ค๋ฌ์ด", "์์ํ", "์ธ๋ก์ด", "๋ง์์ํ", "ํํ๋๋", "ํ๋ ", "์๋ฌ์ด", "์ฌํ", "ํํํ", "๋ง๋งํ", "์ฐ์ธํ", "ํผ์์ธ ๊ฒ ๊ฐ์", "์ธ๊ณ ์ถ์", "์ ๋ง์ ์ธ", "๊ทธ๋ฆฌ์ด", "๊ณตํํ", "์ธ์์ด ๋ฌด๋์ง ๊ฒ ๊ฐ์"],
"๋ถ๋
ธ": ["๋ต๋ตํ", "์ง์ฆ๋๋", "์ ๊ฒฝ์ง๋๋", "์ด์ด์๋", "์ดํดํ ์ ์๋", "ํ๋๋", "ํ์ฌํ", "ํน๋ฐ๋", "์ต์ธํ", "๊ธฐ๋ถ ๋๋ฌ์ด", "์งํฌ๋๋", "๋ถํ", "๋นก์น๋", "์๋ฆฌ์ง๋ฅด๊ณ ์ถ์"]
}
โ๏ธ Model & Data Generation Info
- ๋ณธ ๋ฐ์ดํฐ์ ์ OpenAI gpt-4o-mini ๋ชจ๋ธ์ ์ฌ์ฉํด ์์ฑ๋์์ต๋๋ค.
- ๋ชจ๋ ๋ฌธ์ฅ์ ๋ชจ๋ธ์ด ์ฐฝ์ํ ๋ด์ฉ์ด๋ฉฐ, ์ค์ ๊ฐ์ธ ์ ๋ณดยท์ค์กด ์ธ๋ฌผยท์ ์๋ฌผ ๋ฑ์ ๋ด์ฉ์ ํฌํจํ์ง ์์ต๋๋ค.
- ๊ฐ์ ๋ฐ ์ํฉ ์ค์ ์ ํ๋กฌํํธ ๊ธฐ๋ฐ ๊ท์น์ ๋ฐ๋ผ ์๋ ์์ฑ๋์์ผ๋ฉฐ, ๋ฐ์ดํฐ ํ์ง ํธํฅ์ด๋ ์ค๋ฅ๋ ๋ชจ๋ธ์ ํน์ฑ์์ ๊ธฐ์ธํ ์ ์์ต๋๋ค.
๋ฐ์ดํฐ ๋ด์ฉ์ ๋ํ ์ฑ ์์ LLM ์์ฑ ๊ณผ์ ์ ํน์ฑ์ ์์ผ๋ฉฐ, ๋ฐ์ดํฐ ์์ฑ์๋ ์ด๋ฅผ ์กฐ์ํ๊ฑฐ๋ ๊ฐ์ ํ์ง ์์์ต๋๋ค.